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Alternating least squares is often used to resolve components contributing to data with a bilinear structure; the basic technique may be extended to alternating constrained least squares. Commonly applied constraints include unimodality, non-negativity, and normalization of components. Several data matrices may be decomposed simultaneously by assuming that one of the two matrices in the bilinear decomposition is shared between datasets.

copied from cf-staging / r-als
Type Size Name Uploaded Downloads Labels
conda 502.6 kB | noarch/r-als-0.0.7-r44hc72bb7e_3.conda  4 months and 26 days ago 447 main
conda 501.9 kB | noarch/r-als-0.0.7-r43hc72bb7e_3.conda  4 months and 26 days ago 437 main
conda 501.7 kB | noarch/r-als-0.0.7-r43hc72bb7e_2.conda  1 year and 5 months ago 881 main
conda 502.2 kB | noarch/r-als-0.0.7-r42hc72bb7e_2.conda  1 year and 5 months ago 833 main
conda 508.6 kB | noarch/r-als-0.0.7-r41hc72bb7e_1.tar.bz2  2 years and 1 month ago 1271 main
conda 509.0 kB | noarch/r-als-0.0.7-r42hc72bb7e_1.tar.bz2  2 years and 1 month ago 1283 main
conda 508.7 kB | noarch/r-als-0.0.7-r40hc72bb7e_0.tar.bz2  2 years and 3 months ago 1426 main
conda 508.7 kB | noarch/r-als-0.0.7-r41hc72bb7e_0.tar.bz2  2 years and 3 months ago 1451 main
conda 507.7 kB | noarch/r-als-0.0.6-r40hc72bb7e_1003.tar.bz2  3 years and 6 months ago 1892 main
conda 507.7 kB | noarch/r-als-0.0.6-r41hc72bb7e_1003.tar.bz2  3 years and 6 months ago 1949 main
conda 507.1 kB | noarch/r-als-0.0.6-r36h6115d3f_1003.tar.bz2  4 years and 7 months ago 2737 main
conda 507.1 kB | noarch/r-als-0.0.6-r40h6115d3f_1003.tar.bz2  4 years and 7 months ago 2792 main
conda 506.6 kB | noarch/r-als-0.0.6-r35h6115d3f_1002.tar.bz2  5 years and 4 months ago 3594 main cf202003
conda 507.2 kB | noarch/r-als-0.0.6-r36h6115d3f_1002.tar.bz2  5 years and 4 months ago 3610 main cf202003
conda 506.2 kB | noarch/r-als-0.0.6-r351h6115d3f_1001.tar.bz2  5 years and 9 months ago 3968 main cf202003
conda 510.9 kB | noarch/r-als-0.0.6-r351h6115d3f_1000.tar.bz2  6 years and 1 day ago 4229 main cf202003 gcc7 cf201901
conda 511.6 kB | noarch/r-als-0.0.6-r351h6115d3f_0.tar.bz2  6 years and 1 day ago 4137 main cf202003 gcc7 cf201901

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